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Artificial Intelligence Applications and Innovations
Ilias Maglogiannis, Lazaros Iliadis, Elias Pimenidis
Front Matter

Classification


An Adaptive Approach on Credit Card Fraud Detection Using Transaction Aggregation and Word Embeddings
Ali Yeşilkanat, Barış Bayram, Bilge Köroğlu, Seçil Arslan
3-14
Boosted Ensemble Learning for Anomaly Detection in 5G RAN
Tobias Sundqvist, Monowar H. Bhuyan, Johan Forsman, Erik Elmroth
15-30
Machine Learning for Cognitive Load Classification – A Case Study on Contact-Free Approach
Mobyen Uddin Ahmed, Shahina Begum, Rikard Gestlöf, Hamidur Rahman, Johannes Sörman
31-42
Real-Time Prediction of Online Shoppers’ Purchasing Intention Using Random Forest
Karim Baati, Mouad Mohsil
43-51
Using Classification for Traffic Prediction in Smart Cities
Konstantinos Christantonis, Christos Tjortjis, Anastassios Manos, Despina Elizabeth Filippidou, Εleni Mougiakou, Evangelos Christelis
52-61
Using Twitter to Predict Chart Position for Songs
Eleana Tsiara, Christos Tjortjis
62-72
Α Benchmarking of IBM, Google and Wit Automatic Speech Recognition Systems
Foteini Filippidou, Lefteris Moussiades
73-82

Clustering/Unsupervised Learning/Analytics


A Two-Levels Data Anonymization Approach
Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui
85-95
An Innovative Graph-Based Approach to Advance Feature Selection from Multiple Textual Documents
Nikolaos Giarelis, Nikos Kanakaris, Nikos Karacapilidis
96-106
k-means Cluster Shape Implications
Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Robert A. Kłopotek
107-118
Manifold learning for innovation funding: identification of potential funding recipients
Vincent Grollemund, Gaétan Le Chat, Jean-François Pradat-Peyre, François Delbot
119-127
Network Aggregation to Enhance Results Derived from Multiple Analytics
Diane Duroux, Héctor Climente-González, Lars Wienbrandt, Kristel Van Steen
128-140
PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management
Dimosthenis Kyriazis, Ofer Biran, Thanassis Bouras, Klaus Brisch, Armend Duzha, Rafael Del Hoyo, Athanasios Kiourtis, Pavlos Kranas, Ilias Maglogiannis, George Manias, Marc Meerkamp, Konstantinos Moutselos, Argyro Mavrogiorgou, Panayiotis Michael, Ricard Munné, Giuseppe La Rocca, Kostas Nasias, Tomas Pariente Lobo, Vega Rodrigálvarez, Nikitas M. Sgouros, Konstantinos Theodosiou, P. Tsanakas
141-150
Demand Forecasting of Short Life Cycle Products Using Data Mining Techniques
Ashraf A. Afifi
151-162

Image Processing


Arbitrary Scale Super-Resolution for Brain MRI Images
Chuan Tan, Jin Zhu, Pietro Lio’
165-176
Knowledge-Based Fusion for Image Tampering Localization
Chryssanthi Iakovidou, Symeon Papadopoulos, Ioannis Kompatsiaris
177-188

Image processing


Transfer Learning Using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI Images
Rayene Chelghoum, Ameur Ikhlef, Amina Hameurlaine, Sabir Jacquir
189-200

Learning Algorithms


A Novel Learning Automata-Based Strategy to Generate Melodies from Chordal Inputs
I. Helmy, B. John Oommen
203-215
Graph Neural Networks to Advance Anticancer Drug Design
Asmaa Rassil, Hiba Chougrad, Hamid Zouaki
216-226
Optimizing Self-organizing Lists-on-Lists Using Transitivity and Pursuit-Enhanced Object Partitioning
O. Ekaba Bisong, B. John Oommen
227-240

Learning algorithms


Task-Projected Hyperdimensional Computing for Multi-Task Learning
Cheng-Yang Chang, Yu-Chuan Chuang, Andy Wu
241-254

Neural Network Modeling


Cross-Domain Authorship Attribution Using Pre-trained Language Models
Georgios Barlas, Efstathios Stamatatos
255-266
Indoor Localization with Multi-objective Selection of Radiomap Models
Rafael Alexandrou, Harris Papadopoulos, Andreas Konstantinidis
267-278
STDP Plasticity in TRN Within Hierarchical Spike Timing Model of Visual Information Processing
Petia Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva, Miroslava Stefanova, Bilyana Genova, Radoslava Kraleva, Velin Kralev
279-290
Tensor-Based CUDA Optimization for ANN Inferencing Using Parallel Acceleration on Embedded GPU
Ahmed Al Ghadani, Waleeja Mateen, Rameshkumar G. Ramaswamy
291-302
The Random Neural Network in Price Predictions
Will Serrano
303-314

Object Tracking/Object Detection Systems


Joint Multi-object Detection and Segmentation from an Untrimmed Video
Xinling Liu, Le Wang, Qilin Zhang, Nanning Zheng, Gang Hua
317-329
Robust 3D Detection in Traffic Scenario with Tracking-Based Coupling System
Zhuoli Zhou, Shitao Chen, Rongyao Huang, Nanning Zheng
330-339

Ontologies/AI


Automated MeSH Indexing of Biomedical Literature Using Contextualized Word Representations
Dimitrios A. Koutsomitropoulos, Andreas D. Andriopoulos
343-354
Knowledge-Based Management and Reasoning on Cultural and Natural Touristic Routes
Evangelos A. Stathopoulos, Alexandros Kokkalas, Eirini E. Mitsopoulou, Athanasios T. Patenidis, Georgios Meditskos, Sotiris Diplaris, Ioannis Paliokas, Stefanos Vrochidis, Konstantinos Votis, Dimitrios Tzovaras, Ioannis Kompatsiaris
355-367
Ontological Foundations of Modelling Security Policies for Logical Analytics
Karolina Bataityte, Vassil Vassilev, Olivia Jo Gill
368-380
RDF Reasoning on Large Ontologies: A Study on Cultural Heritage and Wikidata
Nuno Freire, Diogo Proença
381-393

Sentiment Analysis/Recommender Systems


A Deep Learning Approach to Aspect-Based Sentiment Prediction
Georgios Alexandridis, Konstantinos Michalakis, John Aliprantis, Pavlos Polydoras, Panagiotis Tsantilas, George Caridakis
397-408
On the Reusability of Sentiment Analysis Datasets in Applications with Dissimilar Contexts
S. Sarlis, Ilias Maglogiannis
409-418
Opinion Mining of Consumer Reviews Using Deep Neural Networks with Word-Sentiment Associations
Petr Hajek, Aliaksandr Barushka, Michal Munk
419-429
Sentiment Analysis on Movie Scripts and Reviews
Paschalis Frangidis, Konstantinos Georgiou, Stefanos Papadopoulos
430-438
The MuseLearn Platform: Personalized Content for Museum Visitors Assisted by Vision-Based Recognition and 3D Pose Estimation of Exhibits
G. Styliaras, C. Constantinopoulos, P. Panteleris, D. Michel, N. Pantzou, K. Papavasileiou, Kali Tzortzi, A. Argyros, Dimitrios Kosmopoulos
439-451
Promoting Diversity in Content Based Recommendation Using Feature Weighting and LSH
Dimosthenis Beleveslis, Christos Tjortjis
452-461

 

 


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